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Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks

Jan 06, 2021
Tarun S. Cousik, Vijay K. Shah, Tugba Erpek, Yalin E. Sagduyu, Jeffrey H. Reed

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Policy Finetuning: Bridging Sample-Efficient Offline and Online Reinforcement Learning

Jun 09, 2021
Tengyang Xie, Nan Jiang, Huan Wang, Caiming Xiong, Yu Bai

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LEAP Submission for the Third DIHARD Diarization Challenge

Apr 06, 2021
Prachi Singh, Rajat Varma, Venkat Krishnamohan, Srikanth Raj Chetupalli, Sriram Ganapathy

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Joint Online Learning and Decision-making via Dual Mirror Descent

Apr 20, 2021
Alfonso Lobos, Paul Grigas, Zheng Wen

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High-throughput fast full-color digital pathology based on Fourier ptychographic microscopy via color transfer

Jan 19, 2021
Yuting Gao, Jiurun Chen, Aiye Wang, An Pan, Caiwen Ma, Baoli Yao

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Safety Enhancement for Deep Reinforcement Learning in Autonomous Separation Assurance

May 05, 2021
Wei Guo, Marc Brittain, Peng Wei

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Packet-Loss-Tolerant Split Inference for Delay-Sensitive Deep Learning in Lossy Wireless Networks

Apr 28, 2021
Sohei Itahara, Takayuki Nishio, Koji Yamamoto

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Anomaly Detection via Controlled Sensing and Deep Active Inference

May 12, 2021
Geethu Joseph, Chen Zhong, M. Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney

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A deep learning approach for inverse design of the metasurface for dual-polarized waves

May 12, 2021
Fardin Ghorbani, Javad Shabanpour, Sina Beyraghi, Hossein Soleimani, Homayoon Oraizi, Mohammad Soleimani

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MS2: Multi-Document Summarization of Medical Studies

Apr 15, 2021
Jay DeYoung, Iz Beltagy, Madeleine van Zuylen, Bailey Kuehl, Lucy Lu Wang

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